If you need a Observability & LLMOps tool right now, our caveat-laden pick is BerriAI/litellm (velocity score 3.5/10). Score 3.5/10 — momentum has cooled. Look elsewhere unless you've already integrated. Other tools worth a look: comet-ml/opik, coze-dev/coze-loop, Helicone/helicone. Rankings update daily — see the full top 10 below.
BerriAI/litellm. Beam ranks Observability & LLMOps tools at 3.5/10 velocity. Score 3.5/10 — momentum has cooled. Look elsewhere unless you've already integrated.
Beyond BerriAI/litellm, the next four highest-velocity Observability & LLMOps tools beam tracks are comet-ml/opik, coze-dev/coze-loop, Helicone/helicone, kubesphere/kubesphere. Open any tool's profile for the full signal breakdown.
Beam fuses five orthogonal signals into a single velocity score: code activity, package adoption, research citation, sentiment, and production signals. The score multiplies across signals, so any one signal collapsing pulls the whole score down — that's how beam catches stars-up-commits-down decay. Full methodology at /about/methodology.
See the live status check at /tools/32/status for the direct-answer verdict, last-commit timestamp, and 90-day velocity chart. Beam refreshes daily.
